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Os06g0235500

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 10 (0.0287) R2 : 0.355
β1 : -0.763 (0.105) R2dD : 0.0775 R2D : 0.0573
β2 : 0.965 (0.068) R2dC : 0.286 R2C : 0.276
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.142 (0.0613) R2dN8 : 0.0103 R2N8 : -0.00331
σ : 0.54
deviance : 132.84
__
_____
C
peak time of C : 24
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
119.47 0.514 10.1 -0.821 0.999 0.284 -0.326 5.33 -0.264 23.9 7.5 2561 -- --
124.58 0.52 10 -0.701 0.941 0.443 0.0328 -- -0.118 23.9 11.99 10539 -- --
119.3 0.509 10.1 -0.772 0.979 0.391 -- 5.49 -0.259 23.9 7.3 2875 -- --
124.16 0.519 10 -0.649 0.966 0.423 -- -- -0.0706 0.0225 11.81 10423 -- --
180.11 0.625 10.1 -0.74 -- 0.399 -- 5.23 -0.232 -- 7.9 3027 -- --
132.75 0.54 10 -0.769 0.964 -- -0.143 -- -0.143 23.9 -- -- -- --
132.84 0.54 10 -0.763 0.965 -- -- -- -0.142 24 -- -- -- --
182.75 0.63 9.99 -0.667 -- 0.4 -- -- -0.0648 -- 11.9 10542 -- --
129.85 0.531 9.99 -- 1.01 0.625 -- -- -0.0645 0.323 11.14 44981 -- --
191.44 0.647 9.99 -0.734 -- -- -- -- -0.129 -- -- -- -- --
148.2 0.569 9.99 -- 0.955 -- -- -- -0.0574 23.9 -- -- -- --
188.04 0.639 9.96 -- -- 0.769 -- -- 0.00863 -- 10.71 36463 -- --
205.65 0.669 9.97 -- -- -- -- -- -0.0478 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
 Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 109.01 radiation 20.0 4320 < th dose dependent rect. 19 10
5 112.77 radiation 10.0 4320 < th dose dependent rect. 1 4
12 114.27 wind 5.0 90 < th dose independent rect. 17 11
13 114.60 radiation 1.0 4320 < th dose independent rect. 19 10
17 114.76 wind 1.0 90 > th dose independent rect. 4 3
21 115.36 radiation 10.0 90 < th dose dependent rect. 5 2
23 115.52 radiation 40.0 43200 < th dose dependent rect. 19 10
28 115.67 radiation 20.0 14400 < th dose independent rect. 19 11
31 115.72 wind 1.0 270 > th dose independent rect. 4 1
33 115.96 radiation 40.0 43200 < th dose dependent rect. 23 6
34 116.11 wind 7.0 720 < th dose independent rect. 16 18
38 116.32 wind 9.0 1440 < th dose independent rect. 6 2
39 116.32 temperature 10.0 1440 > th dose independent rect. 6 2
42 116.32 temperature 30.0 1440 < th dose independent rect. 6 2
46 116.32 humidity 50.0 1440 > th dose independent rect. 6 2
51 116.32 atmosphere 995.0 1440 > th dose independent rect. 6 2
52 116.32 atmosphere 1015.0 1440 < th dose independent rect. 6 2
53 116.32 temperature 10.0 1440 > th dose independent rect. 8 22
57 116.39 wind 9.0 4320 < th dose independent rect. 17 4
59 116.41 temperature 10.0 1440 > th dose independent rect. 19 10
62 116.41 temperature 30.0 1440 < th dose independent rect. 19 10
66 116.41 humidity 50.0 1440 > th dose independent rect. 19 10
68 116.41 atmosphere 995.0 1440 > th dose independent rect. 19 10
81 116.41 temperature 10.0 1440 > th dose independent rect. 5 14
84 116.47 humidity 90.0 14400 < th dose independent rect. 23 1
85 116.47 wind 9.0 4320 > th dose independent rect. 17 4
86 116.47 wind 7.0 4320 > th dose dependent rect. 17 1
87 116.47 temperature 30.0 90 < th dose dependent rect. 5 2
92 116.54 wind 1.0 90 > th dose independent rect. 7 21
98 116.64 wind 9.0 90 < th dose dependent rect. 17 11
99 116.66 wind 9.0 4320 > th dose independent rect. 17 1
100 116.70 wind 9.0 4320 < th dose independent rect. 17 1
103 116.73 radiation 20.0 10 < th dose dependent rect. 5 4
110 116.77 humidity 80.0 90 > th dose dependent rect. 5 2
114 116.81 wind 9.0 4320 > th dose dependent rect. 15 6
115 116.82 wind 7.0 4320 > th dose dependent rect. 17 4
117 116.84 wind 5.0 720 < th dose independent rect. 22 6
118 116.85 atmosphere 1015.0 90 < th dose independent rect. 7 21
126 116.95 wind 1.0 10 > th dose dependent rect. 4 3
154 117.16 humidity 90.0 14400 > th dose independent rect. 23 2
158 117.18 wind 9.0 4320 > th dose dependent rect. 15 14
159 117.19 temperature 20.0 270 > th dose independent rect. 3 3
170 117.28 radiation 30.0 43200 < th dose independent rect. 17 12
175 117.30 wind 9.0 4320 < th dose independent rect. 16 10
185 117.33 wind 9.0 4320 < th dose independent rect. 16 12
187 117.34 wind 9.0 4320 > th dose independent rect. 16 12
193 117.37 wind 9.0 4320 > th dose independent rect. 15 14
216 117.45 temperature 15.0 90 > th dose independent rect. 4 14
237 117.55 radiation 10.0 90 < th dose independent rect. 4 5
239 117.56 humidity 90.0 14400 < th dose independent rect. 22 9
270 117.61 radiation 10.0 90 < th dose dependent rect. 5 12
277 117.64 humidity 80.0 90 > th dose independent rect. 4 4
280 117.66 atmosphere 1015.0 30 < th dose independent rect. 18 11
317 117.84 radiation 1.0 30 < th dose dependent rect. 18 11
325 117.87 radiation 1.0 14400 < th dose independent rect. 9 1
326 117.88 wind 1.0 14400 > th dose independent rect. 11 1
333 117.91 radiation 1.0 14400 > th dose independent rect. 9 1
344 117.93 radiation 1.0 30 < th dose independent rect. 18 11
350 117.96 wind 7.0 720 < th dose independent rect. 15 4
355 117.96 temperature 20.0 14400 < th dose dependent rect. 5 13
361 117.98 humidity 70.0 720 > th dose independent rect. 19 11
366 117.99 wind 7.0 720 < th dose independent rect. 15 13
387 118.04 humidity 60.0 30 > th dose independent rect. 18 11
415 118.14 radiation 10.0 90 < th dose dependent rect. 5 10
418 118.16 humidity 90.0 14400 > th dose independent rect. 22 9
419 118.16 temperature 20.0 14400 < th dose dependent rect. 6 1
432 118.21 humidity 70.0 43200 < th dose independent rect. 7 2
433 118.21 wind 9.0 90 < th dose independent rect. 4 3
434 118.21 temperature 10.0 90 > th dose independent rect. 4 3
436 118.21 temperature 30.0 90 < th dose independent rect. 4 3
437 118.21 humidity 50.0 90 > th dose independent rect. 4 3
439 118.21 atmosphere 995.0 90 > th dose independent rect. 4 3
440 118.21 atmosphere 1015.0 90 < th dose independent rect. 4 3
442 118.21 temperature 10.0 90 > th dose independent rect. 7 21
443 118.22 radiation 1.0 270 < th dose independent rect. 4 2
480 118.27 wind 9.0 720 < th dose independent rect. 7 12
487 118.29 humidity 90.0 14400 < th dose independent rect. 5 1
495 118.30 wind 9.0 270 < th dose independent rect. 6 21
501 118.31 radiation 10.0 90 < th dose independent rect. 4 7
504 118.32 atmosphere 995.0 90 > th dose independent rect. 7 21
508 118.33 temperature 15.0 14400 > th dose independent rect. 9 1
510 118.33 precipitation 0.1 90 < th dose independent rect. 4 3
511 118.33 temperature 10.0 30 > th dose independent rect. 18 11
513 118.33 radiation 20.0 30 < th dose independent rect. 18 11
518 118.33 temperature 30.0 720 < th dose independent rect. 18 13
519 118.33 atmosphere 1015.0 30 < th dose independent rect. 5 13
520 118.33 precipitation 0.1 90 < th dose dependent rect. 4 3
524 118.34 atmosphere 995.0 30 > th dose independent rect. 18 11
528 118.35 precipitation 0.1 30 < th dose independent rect. 18 11
529 118.35 temperature 20.0 14400 < th dose dependent rect. 13 1
531 118.35 precipitation 0.1 30 < th dose dependent rect. 18 11
533 118.36 temperature 15.0 270 > th dose independent rect. 2 13
542 118.37 precipitation 0.1 90 < th dose independent rect. 7 21
550 118.37 precipitation 0.1 90 < th dose dependent rect. 7 21
553 118.39 wind 7.0 720 < th dose independent rect. 16 2
560 118.41 temperature 20.0 14400 < th dose dependent sin 1 NA
570 118.43 radiation 1.0 4320 < th dose independent rect. 1 4
571 118.43 precipitation 0.1 30 < th dose independent rect. 5 13
574 118.43 precipitation 0.1 30 < th dose dependent rect. 5 13
586 118.47 wind 9.0 30 < th dose independent rect. 5 13
588 118.48 atmosphere 1015.0 43200 < th dose independent rect. 23 1
589 118.48 wind 1.0 43200 < th dose independent rect. 10 3
593 118.49 wind 7.0 90 < th dose independent rect. 5 1
595 118.49 temperature 10.0 90 > th dose independent rect. 5 1
598 118.49 humidity 50.0 90 > th dose independent rect. 5 1
601 118.49 atmosphere 995.0 90 > th dose independent rect. 5 1
602 118.49 atmosphere 1010.0 90 < th dose independent rect. 5 1
604 118.49 radiation 20.0 90 < th dose independent rect. 5 1
610 118.49 temperature 10.0 90 > th dose independent rect. 6 23
612 118.49 atmosphere 1015.0 90 < th dose dependent rect. 5 2
617 118.50 radiation 10.0 90 < th dose independent rect. 4 13
619 118.51 humidity 70.0 43200 > th dose independent rect. 7 1
620 118.51 atmosphere 1015.0 43200 > th dose independent rect. 23 1
627 118.52 radiation 1.0 14400 > th dose independent rect. 18 11
628 118.52 wind 9.0 720 < th dose independent rect. 13 15
634 118.53 temperature 10.0 1440 > th dose independent rect. 5 5
637 118.53 atmosphere 995.0 1440 > th dose independent rect. 5 5
638 118.53 atmosphere 1015.0 1440 < th dose independent rect. 5 5
640 118.53 temperature 10.0 1440 > th dose independent rect. 10 19
644 118.54 wind 3.0 43200 < th dose independent rect. 15 1
647 118.55 precipitation 0.1 90 < th dose independent rect. 5 1
651 118.55 precipitation 0.1 90 < th dose dependent rect. 5 1
660 118.56 wind 3.0 43200 < th dose dependent rect. 14 2
663 118.57 temperature 20.0 14400 < th dose independent rect. 13 1
678 118.57 atmosphere 1015.0 43200 > th dose dependent rect. 23 1
688 118.60 temperature 15.0 14400 > th dose independent rect. 4 9
695 118.61 wind 1.0 43200 > th dose independent rect. 7 15
696 118.61 wind 1.0 43200 > th dose independent rect. 6 18
717 118.62 radiation 40.0 43200 < th dose dependent rect. 18 8
720 118.63 radiation 20.0 10 < th dose independent rect. 5 3
727 118.64 temperature 20.0 14400 > th dose independent rect. 13 1
737 118.66 wind 9.0 4320 > th dose independent sin 13 NA
744 118.67 temperature 15.0 14400 < th dose independent rect. 5 1
753 118.68 wind 1.0 43200 < th dose independent rect. 10 1
754 118.68 wind 1.0 43200 > th dose independent rect. 7 7
773 118.71 temperature 15.0 14400 < th dose independent rect. 9 1
774 118.71 wind 1.0 43200 > th dose independent rect. 7 13
786 118.73 wind 1.0 43200 < th dose independent rect. 7 6
804 118.75 radiation 1.0 4320 < th dose independent rect. 23 6
805 118.75 wind 1.0 43200 > th dose independent rect. 7 9
818 118.77 humidity 90.0 14400 > th dose dependent rect. 5 2
824 118.78 wind 9.0 4320 > th dose dependent sin 13 NA
860 118.81 radiation 1.0 14400 < th dose independent rect. 18 8
871 118.82 atmosphere 1015.0 43200 > th dose independent rect. 15 9
875 118.82 radiation 10.0 43200 < th dose dependent rect. 18 2
881 118.83 wind 1.0 43200 > th dose independent rect. 10 6
894 118.84 radiation 1.0 14400 < th dose independent rect. 18 3
919 118.86 wind 3.0 43200 > th dose independent rect. 15 1
920 118.86 wind 1.0 43200 > th dose independent rect. 10 3
931 118.87 radiation 1.0 43200 < th dose independent rect. 23 6
941 118.88 temperature 15.0 14400 < th dose independent rect. 3 1
973 118.91 temperature 15.0 14400 < th dose independent rect. 2 4
999 118.93 temperature 15.0 14400 > th dose independent rect. 3 1